library(tidyverse)
## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.1 ──
## ✔ ggplot2 3.3.6     ✔ purrr   0.3.4
## ✔ tibble  3.1.7     ✔ dplyr   1.0.9
## ✔ tidyr   1.2.0     ✔ stringr 1.4.0
## ✔ readr   2.1.2     ✔ forcats 0.5.1
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
library(scatterplot3d)
library(tibble)
library(ggplot2)
library(data.table)
## 
## Attaching package: 'data.table'
## The following objects are masked from 'package:dplyr':
## 
##     between, first, last
## The following object is masked from 'package:purrr':
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##     transpose
library(plotly)
## 
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
## 
##     last_plot
## The following object is masked from 'package:stats':
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##     filter
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## 
##     layout
library(TSstudio)
library(readxl)


#reading data as a table 
x_train <- read.table("/Users/merve.oncel/Downloads/uWaveGestureLibrary_X_TRAIN")
y_train <- read.table("/Users/merve.oncel/Downloads/uWaveGestureLibrary_Y_TRAIN")
z_train <- read.table("/Users/merve.oncel/Downloads/uWaveGestureLibrary_Z_TRAIN")
ecg <- read.table("/Users/merve.oncel/Downloads/ecgTrain")

#combining tables in three different columns. 
mergedata <- data.frame(c1 = x_train,  
                    c2 = y_train,
                    c3=  z_train)

ts.plot(mergedata)

x=x_train$V2
y=y_train$V2
z=z_train$V2


#plot result
p=plot_ly(ecg,x=~x,y=~y,z=~z)
p
## No trace type specified:
##   Based on info supplied, a 'scatter3d' trace seems appropriate.
##   Read more about this trace type -> https://plotly.com/r/reference/#scatter3d
## No scatter3d mode specifed:
##   Setting the mode to markers
##   Read more about this attribute -> https://plotly.com/r/reference/#scatter-mode
#Part 3/b

library(readxl)

#read and check ilmesafe data
distance = read_xlsx("/Users/merve.oncel/Downloads/ilmesafe.xlsx")
## New names:
## • `` -> `...2`
## • `` -> `...3`
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distance
## # A tibble: 82 × 83
##    `İLLER ARASI ME…` ...2  ...3  ...4  ...5  ...6  ...7  ...8  ...9  ...10 ...11
##    <chr>             <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
##  1 İL PLAKA NO       İL A… ADANA ADIY… AFYO… AĞRI  AMAS… ANKA… ANTA… ARTV… AYDIN
##  2 01                ADANA 0     338   579   978   604   492   548   1005  881  
##  3 02                ADIY… 338   0     917   646   628   738   886   717   1219 
##  4 03                AFYO… 579   917   0     1320  596   255   287   1225  340  
##  5 04                AÄžRI  978   646   1320  0     740   1056  1426  365   1635 
##  6 05                AMAS… 604   628   596   740   0     331   824   679   936  
##  7 06                ANKA… 492   738   255   1056  331   0     543   960   596  
##  8 07                ANTA… 548   886   287   1426  824   543   0     1433  346  
##  9 08                ARTV… 1005  717   1225  365   679   960   1433  0     1565 
## 10 09                AYDIN 881   1219  340   1635  936   596   346   1565  0    
## # … with 72 more rows, and 72 more variables: ...12 <chr>, ...13 <chr>,
## #   ...14 <chr>, ...15 <chr>, ...16 <chr>, ...17 <chr>, ...18 <chr>,
## #   ...19 <chr>, ...20 <chr>, ...21 <chr>, ...22 <chr>, ...23 <chr>,
## #   ...24 <chr>, ...25 <chr>, ...26 <chr>, ...27 <chr>, ...28 <chr>,
## #   ...29 <chr>, ...30 <chr>, ...31 <chr>, ...32 <chr>, ...33 <chr>,
## #   ...34 <chr>, ...35 <chr>, ...36 <chr>, ...37 <chr>, ...38 <chr>,
## #   ...39 <chr>, ...40 <chr>, ...41 <chr>, ...42 <chr>, ...43 <chr>, …
str(distance)
## tibble [82 × 83] (S3: tbl_df/tbl/data.frame)
##  $ İLLER ARASI MESAFE CETVELİ    (01.01.2022)                                                 İLLER ARASI MESAFE CETVELİ    (01.01.2022)                                                                                                               İLLER ARASI MESAFE CETVELİ    (01.01.2022): chr [1:82] "İL PLAKA NO" "01" "02" "03" ...
##  $ ...2                                                                                                                                                                                                                                                                                          : chr [1:82] "İL ADI" "ADANA" "ADIYAMAN" "AFYONKARAHİSAR" ...
##  $ ...3                                                                                                                                                                                                                                                                                          : chr [1:82] "ADANA" "0" "338" "579" ...
##  $ ...4                                                                                                                                                                                                                                                                                          : chr [1:82] "ADIYAMAN" "338" "0" "917" ...
##  $ ...5                                                                                                                                                                                                                                                                                          : chr [1:82] "AFYONKARAHİSAR" "579" "917" "0" ...
##  $ ...6                                                                                                                                                                                                                                                                                          : chr [1:82] "AÄžRI" "978" "646" "1320" ...
##  $ ...7                                                                                                                                                                                                                                                                                          : chr [1:82] "AMASYA" "604" "628" "596" ...
##  $ ...8                                                                                                                                                                                                                                                                                          : chr [1:82] "ANKARA" "492" "738" "255" ...
##  $ ...9                                                                                                                                                                                                                                                                                          : chr [1:82] "ANTALYA" "548" "886" "287" ...
##  $ ...10                                                                                                                                                                                                                                                                                         : chr [1:82] "ARTVİN" "1005" "717" "1225" ...
##  $ ...11                                                                                                                                                                                                                                                                                         : chr [1:82] "AYDIN" "881" "1219" "340" ...
##  $ ...12                                                                                                                                                                                                                                                                                         : chr [1:82] "BALIKESİR" "903" "1241" "324" ...
##  $ ...13                                                                                                                                                                                                                                                                                         : chr [1:82] "BİLECİK" "786" "1039" "207" ...
##  $ ...14                                                                                                                                                                                                                                                                                         : chr [1:82] "BİNGÖL" "633" "348" "1099" ...
##  $ ...15                                                                                                                                                                                                                                                                                         : chr [1:82] "BİTLİS" "746" "414" "1290" ...
##  $ ...16                                                                                                                                                                                                                                                                                         : chr [1:82] "BOLU" "689" "927" "417" ...
##  $ ...17                                                                                                                                                                                                                                                                                         : chr [1:82] "BURDUR" "649" "987" "166" ...
##  $ ...18                                                                                                                                                                                                                                                                                         : chr [1:82] "BURSA" "857" "1111" "278" ...
##  $ ...19                                                                                                                                                                                                                                                                                         : chr [1:82] "ÇANAKKALE" "1097" "1390" "518" ...
##  $ ...20                                                                                                                                                                                                                                                                                         : chr [1:82] "ÇANKIRI" "591" "769" "398" ...
##  $ ...21                                                                                                                                                                                                                                                                                         : chr [1:82] "ÇORUM" "582" "704" "505" ...
##  $ ...22                                                                                                                                                                                                                                                                                         : chr [1:82] "DENİZLİ" "762" "1100" "221" ...
##  $ ...23                                                                                                                                                                                                                                                                                         : chr [1:82] "DİYARBAKIR" "538" "206" "1110" ...
##  $ ...24                                                                                                                                                                                                                                                                                         : chr [1:82] "EDİRNE" "1183" "1421" "682" ...
##  $ ...25                                                                                                                                                                                                                                                                                         : chr [1:82] "ELAZIÄž" "496" "284" "961" ...
##  $ ...26                                                                                                                                                                                                                                                                                         : chr [1:82] "ERZİNCAN" "677" "548" "955" ...
##  $ ...27                                                                                                                                                                                                                                                                                         : chr [1:82] "ERZURUM" "809" "522" "1141" ...
##  $ ...28                                                                                                                                                                                                                                                                                         : chr [1:82] "ESKİŞEHİR" "691" "959" "141" ...
##  $ ...29                                                                                                                                                                                                                                                                                         : chr [1:82] "GAZİANTEP" "216" "151" "795" ...
##  $ ...30                                                                                                                                                                                                                                                                                         : chr [1:82] "GİRESUN" "720" "706" "868" ...
##  $ ...31                                                                                                                                                                                                                                                                                         : chr [1:82] "GÜMÜŞHANE" "780" "678" "1027" ...
##  $ ...32                                                                                                                                                                                                                                                                                         : chr [1:82] "HAKKARİ" "910" "655" "1489" ...
##  $ ...33                                                                                                                                                                                                                                                                                         : chr [1:82] "HATAY" "196" "317" "776" ...
##  $ ...34                                                                                                                                                                                                                                                                                         : chr [1:82] "ISPARTA" "619" "957" "167" ...
##  $ ...35                                                                                                                                                                                                                                                                                         : chr [1:82] "MERSİN" "69" "407" "572" ...
##  $ ...36                                                                                                                                                                                                                                                                                         : chr [1:82] "İSTANBUL" "951" "1189" "450" ...
##  $ ...37                                                                                                                                                                                                                                                                                         : chr [1:82] "İZMİR" "908" "1246" "329" ...
##  $ ...38                                                                                                                                                                                                                                                                                         : chr [1:82] "KARS" "1014" "727" "1343" ...
##  $ ...39                                                                                                                                                                                                                                                                                         : chr [1:82] "KASTAMONU" "696" "875" "504" ...
##  $ ...40                                                                                                                                                                                                                                                                                         : chr [1:82] "KAYSERİ" "335" "421" "523" ...
##  $ ...41                                                                                                                                                                                                                                                                                         : chr [1:82] "KIRKLARELİ" "1160" "1398" "659" ...
##  $ ...42                                                                                                                                                                                                                                                                                         : chr [1:82] "KIRŞEHİR" "377" "556" "425" ...
##  $ ...43                                                                                                                                                                                                                                                                                         : chr [1:82] "KOCAELİ (İZMİT)" "841" "1079" "340" ...
##  $ ...44                                                                                                                                                                                                                                                                                         : chr [1:82] "KONYA" "358" "696" "226" ...
##  $ ...45                                                                                                                                                                                                                                                                                         : chr [1:82] "KÜTAHYA" "676" "1014" "97" ...
##  $ ...46                                                                                                                                                                                                                                                                                         : chr [1:82] "MALATYA" "397" "186" "863" ...
##  $ ...47                                                                                                                                                                                                                                                                                         : chr [1:82] "MANİSA" "887" "1224" "308" ...
##  $ ...48                                                                                                                                                                                                                                                                                         : chr [1:82] "KAHRAMANMARAÅž" "198" "163" "777" ...
##  $ ...49                                                                                                                                                                                                                                                                                         : chr [1:82] "MARDİN" "549" "295" "1128" ...
##  $ ...50                                                                                                                                                                                                                                                                                         : chr [1:82] "MUÄžLA" "858" "1196" "364" ...
##  $ ...51                                                                                                                                                                                                                                                                                         : chr [1:82] "MUÅž" "743" "456" "1208" ...
##  $ ...52                                                                                                                                                                                                                                                                                         : chr [1:82] "NEVŞEHİR" "288" "504" "444" ...
##  $ ...53                                                                                                                                                                                                                                                                                         : chr [1:82] "NİĞDE" "210" "548" "464" ...
##  $ ...54                                                                                                                                                                                                                                                                                         : chr [1:82] "ORDU" "708" "732" "823" ...
##  $ ...55                                                                                                                                                                                                                                                                                         : chr [1:82] "RİZE" "918" "772" "1077" ...
##  $ ...56                                                                                                                                                                                                                                                                                         : chr [1:82] "SAKARYA (ADAPAZARI)" "803" "1041" "302" ...
##  $ ...57                                                                                                                                                                                                                                                                                         : chr [1:82] "SAMSUN" "754" "757" "676" ...
##  $ ...58                                                                                                                                                                                                                                                                                         : chr [1:82] "SİİRT" "721" "390" "1297" ...
##  $ ...59                                                                                                                                                                                                                                                                                         : chr [1:82] "SİNOP" "868" "883" "676" ...
##  $ ...60                                                                                                                                                                                                                                                                                         : chr [1:82] "SİVAS" "428" "413" "706" ...
##  $ ...61                                                                                                                                                                                                                                                                                         : chr [1:82] "TEKİRDAĞ" "1082" "1320" "581" ...
##  $ ...62                                                                                                                                                                                                                                                                                         : chr [1:82] "TOKAT" "493" "517" "645" ...
##  $ ...63                                                                                                                                                                                                                                                                                         : chr [1:82] "TRABZON" "839" "780" "998" ...
##  $ ...64                                                                                                                                                                                                                                                                                         : chr [1:82] "TUNCELİ" "631" "419" "1079" ...
##  $ ...65                                                                                                                                                                                                                                                                                         : chr [1:82] "ÅžANLIURFA" "355" "112" "934" ...
##  $ ...66                                                                                                                                                                                                                                                                                         : chr [1:82] "UÅžAK" "691" "1029" "112" ...
##  $ ...67                                                                                                                                                                                                                                                                                         : chr [1:82] "VAN" "905" "573" "1424" ...
##  $ ...68                                                                                                                                                                                                                                                                                         : chr [1:82] "YOZGAT" "490" "619" "479" ...
##  $ ...69                                                                                                                                                                                                                                                                                         : chr [1:82] "ZONGULDAK" "765" "1003" "484" ...
##  $ ...70                                                                                                                                                                                                                                                                                         : chr [1:82] "AKSARAY" "268" "580" "368" ...
##  $ ...71                                                                                                                                                                                                                                                                                         : chr [1:82] "BAYBURT" "801" "676" "1080" ...
##  $ ...72                                                                                                                                                                                                                                                                                         : chr [1:82] "KARAMAN" "293" "631" "340" ...
##  $ ...73                                                                                                                                                                                                                                                                                         : chr [1:82] "KIRIKKALE" "486" "665" "338" ...
##  $ ...74                                                                                                                                                                                                                                                                                         : chr [1:82] "BATMAN" "634" "302" "1210" ...
##  $ ...75                                                                                                                                                                                                                                                                                         : chr [1:82] "ÅžIRNAK" "720" "465" "1299" ...
##  $ ...76                                                                                                                                                                                                                                                                                         : chr [1:82] "BARTIN" "784" "1022" "518" ...
##  $ ...77                                                                                                                                                                                                                                                                                         : chr [1:82] "ARDAHAN" "1039" "751" "1362" ...
##  $ ...78                                                                                                                                                                                                                                                                                         : chr [1:82] "IÄžDIR" "1081" "750" "1464" ...
##  $ ...79                                                                                                                                                                                                                                                                                         : chr [1:82] "YALOVA" "906" "1144" "342" ...
##  $ ...80                                                                                                                                                                                                                                                                                         : chr [1:82] "KARABÜK" "714" "952" "448" ...
##  $ ...81                                                                                                                                                                                                                                                                                         : chr [1:82] "KİLİS" "252" "210" "831" ...
##  $ ...82                                                                                                                                                                                                                                                                                         : chr [1:82] "OSMANİYE" "89" "245" "668" ...
##  $ ...83                                                                                                                                                                                                                                                                                         : chr [1:82] "DÜZCE" "735" "973" "371" ...
head(distance)
## # A tibble: 6 × 83
##   `İLLER ARASI MES…` ...2  ...3  ...4  ...5  ...6  ...7  ...8  ...9  ...10 ...11
##   <chr>              <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 İL PLAKA NO        İL A… ADANA ADIY… AFYO… AĞRI  AMAS… ANKA… ANTA… ARTV… AYDIN
## 2 01                 ADANA 0     338   579   978   604   492   548   1005  881  
## 3 02                 ADIY… 338   0     917   646   628   738   886   717   1219 
## 4 03                 AFYO… 579   917   0     1320  596   255   287   1225  340  
## 5 04                 AÄžRI  978   646   1320  0     740   1056  1426  365   1635 
## 6 05                 AMAS… 604   628   596   740   0     331   824   679   936  
## # … with 72 more variables: ...12 <chr>, ...13 <chr>, ...14 <chr>, ...15 <chr>,
## #   ...16 <chr>, ...17 <chr>, ...18 <chr>, ...19 <chr>, ...20 <chr>,
## #   ...21 <chr>, ...22 <chr>, ...23 <chr>, ...24 <chr>, ...25 <chr>,
## #   ...26 <chr>, ...27 <chr>, ...28 <chr>, ...29 <chr>, ...30 <chr>,
## #   ...31 <chr>, ...32 <chr>, ...33 <chr>, ...34 <chr>, ...35 <chr>,
## #   ...36 <chr>, ...37 <chr>, ...38 <chr>, ...39 <chr>, ...40 <chr>,
## #   ...41 <chr>, ...42 <chr>, ...43 <chr>, ...44 <chr>, ...45 <chr>, …
# remove first row storing the names
distance1=distance[, -1]
distance1
## # A tibble: 82 × 82
##    ...2  ...3  ...4  ...5  ...6  ...7  ...8  ...9  ...10 ...11 ...12 ...13 ...14
##    <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
##  1 İL A… ADANA ADIY… AFYO… AĞRI  AMAS… ANKA… ANTA… ARTV… AYDIN BALI… BİLE… BİNG…
##  2 ADANA 0     338   579   978   604   492   548   1005  881   903   786   633  
##  3 ADIY… 338   0     917   646   628   738   886   717   1219  1241  1039  348  
##  4 AFYO… 579   917   0     1320  596   255   287   1225  340   324   207   1099 
##  5 AÄžRI  978   646   1320  0     740   1056  1426  365   1635  1576  1361  352  
##  6 AMAS… 604   628   596   740   0     331   824   679   936   842   626   642  
##  7 ANKA… 492   738   255   1056  331   0     543   960   596   536   314   889  
##  8 ANTA… 548   886   287   1426  824   543   0     1433  346   506   473   1191 
##  9 ARTV… 1005  717   1225  365   679   960   1433  0     1565  1452  1236  373  
## 10 AYDIN 881   1219  340   1635  936   596   346   1565  0     291   525   1401 
## # … with 72 more rows, and 69 more variables: ...15 <chr>, ...16 <chr>,
## #   ...17 <chr>, ...18 <chr>, ...19 <chr>, ...20 <chr>, ...21 <chr>,
## #   ...22 <chr>, ...23 <chr>, ...24 <chr>, ...25 <chr>, ...26 <chr>,
## #   ...27 <chr>, ...28 <chr>, ...29 <chr>, ...30 <chr>, ...31 <chr>,
## #   ...32 <chr>, ...33 <chr>, ...34 <chr>, ...35 <chr>, ...36 <chr>,
## #   ...37 <chr>, ...38 <chr>, ...39 <chr>, ...40 <chr>, ...41 <chr>,
## #   ...42 <chr>, ...43 <chr>, ...44 <chr>, ...45 <chr>, ...46 <chr>, …
distance2=distance1[, -1]
str(distance2)
## tibble [82 × 81] (S3: tbl_df/tbl/data.frame)
##  $ ...3 : chr [1:82] "ADANA" "0" "338" "579" ...
##  $ ...4 : chr [1:82] "ADIYAMAN" "338" "0" "917" ...
##  $ ...5 : chr [1:82] "AFYONKARAHİSAR" "579" "917" "0" ...
##  $ ...6 : chr [1:82] "AÄžRI" "978" "646" "1320" ...
##  $ ...7 : chr [1:82] "AMASYA" "604" "628" "596" ...
##  $ ...8 : chr [1:82] "ANKARA" "492" "738" "255" ...
##  $ ...9 : chr [1:82] "ANTALYA" "548" "886" "287" ...
##  $ ...10: chr [1:82] "ARTVİN" "1005" "717" "1225" ...
##  $ ...11: chr [1:82] "AYDIN" "881" "1219" "340" ...
##  $ ...12: chr [1:82] "BALIKESİR" "903" "1241" "324" ...
##  $ ...13: chr [1:82] "BİLECİK" "786" "1039" "207" ...
##  $ ...14: chr [1:82] "BİNGÖL" "633" "348" "1099" ...
##  $ ...15: chr [1:82] "BİTLİS" "746" "414" "1290" ...
##  $ ...16: chr [1:82] "BOLU" "689" "927" "417" ...
##  $ ...17: chr [1:82] "BURDUR" "649" "987" "166" ...
##  $ ...18: chr [1:82] "BURSA" "857" "1111" "278" ...
##  $ ...19: chr [1:82] "ÇANAKKALE" "1097" "1390" "518" ...
##  $ ...20: chr [1:82] "ÇANKIRI" "591" "769" "398" ...
##  $ ...21: chr [1:82] "ÇORUM" "582" "704" "505" ...
##  $ ...22: chr [1:82] "DENİZLİ" "762" "1100" "221" ...
##  $ ...23: chr [1:82] "DİYARBAKIR" "538" "206" "1110" ...
##  $ ...24: chr [1:82] "EDİRNE" "1183" "1421" "682" ...
##  $ ...25: chr [1:82] "ELAZIÄž" "496" "284" "961" ...
##  $ ...26: chr [1:82] "ERZİNCAN" "677" "548" "955" ...
##  $ ...27: chr [1:82] "ERZURUM" "809" "522" "1141" ...
##  $ ...28: chr [1:82] "ESKİŞEHİR" "691" "959" "141" ...
##  $ ...29: chr [1:82] "GAZİANTEP" "216" "151" "795" ...
##  $ ...30: chr [1:82] "GİRESUN" "720" "706" "868" ...
##  $ ...31: chr [1:82] "GÜMÜŞHANE" "780" "678" "1027" ...
##  $ ...32: chr [1:82] "HAKKARİ" "910" "655" "1489" ...
##  $ ...33: chr [1:82] "HATAY" "196" "317" "776" ...
##  $ ...34: chr [1:82] "ISPARTA" "619" "957" "167" ...
##  $ ...35: chr [1:82] "MERSİN" "69" "407" "572" ...
##  $ ...36: chr [1:82] "İSTANBUL" "951" "1189" "450" ...
##  $ ...37: chr [1:82] "İZMİR" "908" "1246" "329" ...
##  $ ...38: chr [1:82] "KARS" "1014" "727" "1343" ...
##  $ ...39: chr [1:82] "KASTAMONU" "696" "875" "504" ...
##  $ ...40: chr [1:82] "KAYSERİ" "335" "421" "523" ...
##  $ ...41: chr [1:82] "KIRKLARELİ" "1160" "1398" "659" ...
##  $ ...42: chr [1:82] "KIRŞEHİR" "377" "556" "425" ...
##  $ ...43: chr [1:82] "KOCAELİ (İZMİT)" "841" "1079" "340" ...
##  $ ...44: chr [1:82] "KONYA" "358" "696" "226" ...
##  $ ...45: chr [1:82] "KÜTAHYA" "676" "1014" "97" ...
##  $ ...46: chr [1:82] "MALATYA" "397" "186" "863" ...
##  $ ...47: chr [1:82] "MANİSA" "887" "1224" "308" ...
##  $ ...48: chr [1:82] "KAHRAMANMARAÅž" "198" "163" "777" ...
##  $ ...49: chr [1:82] "MARDİN" "549" "295" "1128" ...
##  $ ...50: chr [1:82] "MUÄžLA" "858" "1196" "364" ...
##  $ ...51: chr [1:82] "MUÅž" "743" "456" "1208" ...
##  $ ...52: chr [1:82] "NEVŞEHİR" "288" "504" "444" ...
##  $ ...53: chr [1:82] "NİĞDE" "210" "548" "464" ...
##  $ ...54: chr [1:82] "ORDU" "708" "732" "823" ...
##  $ ...55: chr [1:82] "RİZE" "918" "772" "1077" ...
##  $ ...56: chr [1:82] "SAKARYA (ADAPAZARI)" "803" "1041" "302" ...
##  $ ...57: chr [1:82] "SAMSUN" "754" "757" "676" ...
##  $ ...58: chr [1:82] "SİİRT" "721" "390" "1297" ...
##  $ ...59: chr [1:82] "SİNOP" "868" "883" "676" ...
##  $ ...60: chr [1:82] "SİVAS" "428" "413" "706" ...
##  $ ...61: chr [1:82] "TEKİRDAĞ" "1082" "1320" "581" ...
##  $ ...62: chr [1:82] "TOKAT" "493" "517" "645" ...
##  $ ...63: chr [1:82] "TRABZON" "839" "780" "998" ...
##  $ ...64: chr [1:82] "TUNCELİ" "631" "419" "1079" ...
##  $ ...65: chr [1:82] "ÅžANLIURFA" "355" "112" "934" ...
##  $ ...66: chr [1:82] "UÅžAK" "691" "1029" "112" ...
##  $ ...67: chr [1:82] "VAN" "905" "573" "1424" ...
##  $ ...68: chr [1:82] "YOZGAT" "490" "619" "479" ...
##  $ ...69: chr [1:82] "ZONGULDAK" "765" "1003" "484" ...
##  $ ...70: chr [1:82] "AKSARAY" "268" "580" "368" ...
##  $ ...71: chr [1:82] "BAYBURT" "801" "676" "1080" ...
##  $ ...72: chr [1:82] "KARAMAN" "293" "631" "340" ...
##  $ ...73: chr [1:82] "KIRIKKALE" "486" "665" "338" ...
##  $ ...74: chr [1:82] "BATMAN" "634" "302" "1210" ...
##  $ ...75: chr [1:82] "ÅžIRNAK" "720" "465" "1299" ...
##  $ ...76: chr [1:82] "BARTIN" "784" "1022" "518" ...
##  $ ...77: chr [1:82] "ARDAHAN" "1039" "751" "1362" ...
##  $ ...78: chr [1:82] "IÄžDIR" "1081" "750" "1464" ...
##  $ ...79: chr [1:82] "YALOVA" "906" "1144" "342" ...
##  $ ...80: chr [1:82] "KARABÜK" "714" "952" "448" ...
##  $ ...81: chr [1:82] "KİLİS" "252" "210" "831" ...
##  $ ...82: chr [1:82] "OSMANİYE" "89" "245" "668" ...
##  $ ...83: chr [1:82] "DÜZCE" "735" "973" "371" ...
distance2
## # A tibble: 82 × 81
##    ...3  ...4  ...5  ...6  ...7  ...8  ...9  ...10 ...11 ...12 ...13 ...14 ...15
##    <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
##  1 ADANA ADIY… AFYO… AĞRI  AMAS… ANKA… ANTA… ARTV… AYDIN BALI… BİLE… BİNG… BİTL…
##  2 0     338   579   978   604   492   548   1005  881   903   786   633   746  
##  3 338   0     917   646   628   738   886   717   1219  1241  1039  348   414  
##  4 579   917   0     1320  596   255   287   1225  340   324   207   1099  1290 
##  5 978   646   1320  0     740   1056  1426  365   1635  1576  1361  352   232  
##  6 604   628   596   740   0     331   824   679   936   842   626   642   833  
##  7 492   738   255   1056  331   0     543   960   596   536   314   889   1080 
##  8 548   886   287   1426  824   543   0     1433  346   506   473   1191  1294 
##  9 1005  717   1225  365   679   960   1433  0     1565  1452  1236  373   547  
## 10 881   1219  340   1635  936   596   346   1565  0     291   525   1401  1592 
## # … with 72 more rows, and 68 more variables: ...16 <chr>, ...17 <chr>,
## #   ...18 <chr>, ...19 <chr>, ...20 <chr>, ...21 <chr>, ...22 <chr>,
## #   ...23 <chr>, ...24 <chr>, ...25 <chr>, ...26 <chr>, ...27 <chr>,
## #   ...28 <chr>, ...29 <chr>, ...30 <chr>, ...31 <chr>, ...32 <chr>,
## #   ...33 <chr>, ...34 <chr>, ...35 <chr>, ...36 <chr>, ...37 <chr>,
## #   ...38 <chr>, ...39 <chr>, ...40 <chr>, ...41 <chr>, ...42 <chr>,
## #   ...43 <chr>, ...44 <chr>, ...45 <chr>, ...46 <chr>, ...47 <chr>, …
head(distance2)
## # A tibble: 6 × 81
##   ...3  ...4   ...5  ...6  ...7  ...8  ...9  ...10 ...11 ...12 ...13 ...14 ...15
##   <chr> <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 ADANA ADIYA… AFYO… AĞRI  AMAS… ANKA… ANTA… ARTV… AYDIN BALI… BİLE… BİNG… BİTL…
## 2 0     338    579   978   604   492   548   1005  881   903   786   633   746  
## 3 338   0      917   646   628   738   886   717   1219  1241  1039  348   414  
## 4 579   917    0     1320  596   255   287   1225  340   324   207   1099  1290 
## 5 978   646    1320  0     740   1056  1426  365   1635  1576  1361  352   232  
## 6 604   628    596   740   0     331   824   679   936   842   626   642   833  
## # … with 68 more variables: ...16 <chr>, ...17 <chr>, ...18 <chr>, ...19 <chr>,
## #   ...20 <chr>, ...21 <chr>, ...22 <chr>, ...23 <chr>, ...24 <chr>,
## #   ...25 <chr>, ...26 <chr>, ...27 <chr>, ...28 <chr>, ...29 <chr>,
## #   ...30 <chr>, ...31 <chr>, ...32 <chr>, ...33 <chr>, ...34 <chr>,
## #   ...35 <chr>, ...36 <chr>, ...37 <chr>, ...38 <chr>, ...39 <chr>,
## #   ...40 <chr>, ...41 <chr>, ...42 <chr>, ...43 <chr>, ...44 <chr>,
## #   ...45 <chr>, ...46 <chr>, ...47 <chr>, ...48 <chr>, ...49 <chr>, …
# apply multidimensional scaling
#mds_fit=cmdscale(distance2, k = 2, )

# getting coordinates
#x=mds_fit[, 1]
#y=mds_fit[, 2]

# plotting
plot(x, y, pch = 19)
distance
## # A tibble: 82 × 83
##    `İLLER ARASI ME…` ...2  ...3  ...4  ...5  ...6  ...7  ...8  ...9  ...10 ...11
##    <chr>             <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
##  1 İL PLAKA NO       İL A… ADANA ADIY… AFYO… AĞRI  AMAS… ANKA… ANTA… ARTV… AYDIN
##  2 01                ADANA 0     338   579   978   604   492   548   1005  881  
##  3 02                ADIY… 338   0     917   646   628   738   886   717   1219 
##  4 03                AFYO… 579   917   0     1320  596   255   287   1225  340  
##  5 04                AÄžRI  978   646   1320  0     740   1056  1426  365   1635 
##  6 05                AMAS… 604   628   596   740   0     331   824   679   936  
##  7 06                ANKA… 492   738   255   1056  331   0     543   960   596  
##  8 07                ANTA… 548   886   287   1426  824   543   0     1433  346  
##  9 08                ARTV… 1005  717   1225  365   679   960   1433  0     1565 
## 10 09                AYDIN 881   1219  340   1635  936   596   346   1565  0    
## # … with 72 more rows, and 72 more variables: ...12 <chr>, ...13 <chr>,
## #   ...14 <chr>, ...15 <chr>, ...16 <chr>, ...17 <chr>, ...18 <chr>,
## #   ...19 <chr>, ...20 <chr>, ...21 <chr>, ...22 <chr>, ...23 <chr>,
## #   ...24 <chr>, ...25 <chr>, ...26 <chr>, ...27 <chr>, ...28 <chr>,
## #   ...29 <chr>, ...30 <chr>, ...31 <chr>, ...32 <chr>, ...33 <chr>,
## #   ...34 <chr>, ...35 <chr>, ...36 <chr>, ...37 <chr>, ...38 <chr>,
## #   ...39 <chr>, ...40 <chr>, ...41 <chr>, ...42 <chr>, ...43 <chr>, …
text(x, y, pos = 4, labels =colnames(distance2))